| COVID-19 impact on global maritime mobility LM Millefiori, P Braca, D Zissis, G Spiliopoulos, S Marano, PK Willett, ... Scientific Reports 11 (18039), 2021 | 186 | 2021 |
| Deep learning methods for vessel trajectory prediction based on recurrent neural networks S Capobianco, LM Millefiori, N Forti, P Braca, P Willett IEEE Transactions on Aerospace and Electronic Systems 57 (6), 4329-4346, 2021 | 149 | 2021 |
| Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction LM Millefiori, P Braca, K Bryan, P Willett IEEE Transactions on Aerospace and Electronic Systems 52 (5), 2313-2330, 2016 | 114 | 2016 |
| Prediction of Vessel Trajectories From AIS Data Via Sequence-To-Sequence Recurrent Neural Networks N Forti, LM Millefiori, P Braca, P Willett ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 86 | 2020 |
| Multiple Ornstein–Uhlenbeck Processes for Maritime Traffic Graph Representation P Coscia, P Braca, LM Millefiori, FAN Palmieri, P Willett IEEE Transactions on Aerospace and Electronic Systems 54 (5), 2158-2170, 2018 | 69 | 2018 |
| Adaptive Bayesian Learning and Forecasting of Epidemic Evolution—Data Analysis of the COVID-19 Outbreak D Gaglione, P Braca, LM Millefiori, G Soldi, N Forti, S Marano, PK Willett, ... IEEE Access 8, 175244-175264, 2020 | 51 | 2020 |
| Space-based global maritime surveillance. Part I: Satellite technologies G Soldi, D Gaglione, N Forti, A Di Simone, FC Daffiną, G Bottini, ... IEEE Aerospace and Electronic Systems Magazine 36 (9), 8-28, 2021 | 50 | 2021 |
| Detecting Anomalous Deviations From Standard Maritime Routes Using the Ornstein–Uhlenbeck Process E d’Afflisio, P Braca, LM Millefiori, P Willett IEEE Transactions on Signal Processing 66 (24), 6474-6487, 2018 | 47 | 2018 |
| A distributed approach to estimating sea port operational regions from lots of AIS data LM Millefiori, D Zissis, L Cazzanti, G Arcieri 2016 IEEE International Conference on Big Data (Big Data), 1627-1632, 2016 | 40 | 2016 |
| Consistent Estimation of Randomly Sampled Ornstein–Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction LM Millefiori, P Braca, P Willett IEEE Signal Processing Letters 23 (11), 1562-1566, 2016 | 37 | 2016 |
| Space-based Global Maritime Surveillance. Part II: Artificial Intelligence and Data Fusion Techniques G Soldi, D Gaglione, N Forti, A Di Simone, FC Daffiną, G Bottini, ... IEEE Aerospace and Electronic Systems Magazine 36 (9), 30-42, 2021 | 35 | 2021 |
| Unsupervised extraction of maritime patterns of life from Automatic Identification System data N Forti, LM Millefiori, P Braca OCEANS 2019-Marseille, 2019 | 34 | 2019 |
| Data driven vessel trajectory forecasting using stochastic generative models M Uney, LM Millefiori, P Braca 2019 IEEE International Conference on Acoustics, Speech and Signal …, 2019 | 33 | 2019 |
| Maritime Anomaly Detection in a Real-World Scenario: Ever Given Grounding in the Suez Canal N Forti, E d’Afflisio, P Braca, LM Millefiori, P Willett, S Carniel IEEE Transactions on Intelligent Transportation Systems 23 (8), 13904-13910, 2022 | 32 | 2022 |
| Maritime anomaly detection based on mean-reverting stochastic processes applied to a real-world scenario E d'Afflisio, P Braca, LM Millefiori, P Willett 2018 21st International Conference on Information Fusion (FUSION), 1171-1177, 2018 | 32 | 2018 |
| Performance assessment of vessel dynamic models for long-term prediction using heterogeneous data G Vivone, LM Millefiori, P Braca, P Willett IEEE Transactions on Geoscience and Remote Sensing 55 (11), 6533-6546, 2017 | 29 | 2017 |
| Next-Gen Intelligent Situational Awareness Systems for Maritime Surveillance and Autonomous Navigation [Point of View] N Forti, E D’Afflisio, P Braca, LM Millefiori, S Carniel, P Willett Proceedings of the IEEE 110 (10), 1532-1537, 2022 | 24 | 2022 |
| Anomaly Detection and Tracking Based on Mean–Reverting Processes with Unknown Parameters N Forti, LM Millefiori, P Braca, P Willett ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 22 | 2019 |
| Analytical Models for the Electromagnetic Scattering From Isolated Targets in Bistatic Configuration: Geometrical Optics Solution A Di Simone, W Fuscaldo, LM Millefiori, D Riccio, G Ruello, P Braca, ... IEEE Transactions on Geoscience and Remote Sensing 58 (2), 861-880, 2020 | 21 | 2020 |
| Long-term vessel kinematics prediction exploiting mean-reverting processes LM Millefiori, P Braca, K Bryan, P Willett 2016 19th International Conference on Information Fusion (FUSION), 232-239, 2016 | 20 | 2016 |
Paolo BracaCentre for Maritime Research and Experimentation (CMRE), STO NATO. Senior Member, IEEE.Verified email at cmre.nato.int
